Foundations

ML Fundamentals

Neural networks, backpropagation, gradient descent โ€” the maths behind AI

11,199
lessons
Skills in this topic
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ML Maths Basics
beginner
Manipulate vectors and matrices
Supervised Learning
beginner
Train decision trees, random forests, and neural nets
Unsupervised Learning
intermediate
Apply k-means and DBSCAN clustering
ML Pipelines
intermediate
Engineer features and handle missing data
Aqua Hacker- Story of The Most Wanted Russian Hacker In The World.
ML Fundamentals
Aqua Hacker- Story of The Most Wanted Russian Hacker In The World.
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
BERT Pretraining in 60 seconds #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
BERT Pretraining in 60 seconds #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Deep Dive into Perceptron ๐ŸŠ - Starting with DL ๐Ÿš€๐Ÿง  - Topic 025 #ai #ml
ML Fundamentals โšก AI Lesson
Deep Dive into Perceptron ๐ŸŠ - Starting with DL ๐Ÿš€๐Ÿง  - Topic 025 #ai #ml
deeplizard Beginner 2y ago
Combatting Nerd Neck with Mandy + Mantis ๐Ÿ™๐Ÿฆ—
ML Fundamentals
Combatting Nerd Neck with Mandy + Mantis ๐Ÿ™๐Ÿฆ—
deeplizard Beginner 2y ago
Hacking Google - The Operation Aurora Story
ML Fundamentals โšก AI Lesson
Hacking Google - The Operation Aurora Story
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Synchronized Audio-Visual Generation with a Joint Generative Diffusion Model and Contrastive Loss
ML Fundamentals โšก AI Lesson
Synchronized Audio-Visual Generation with a Joint Generative Diffusion Model and Contrastive Loss
Microsoft Research Beginner 2y ago
Pandas Dataframes on your GPU w/ CuDF
ML Fundamentals โšก AI Lesson
Pandas Dataframes on your GPU w/ CuDF
sentdex Beginner 2y ago
RNNs Exploding and Vanishing Gradients #deeplearning #machinelearning
ML Fundamentals โšก AI Lesson
RNNs Exploding and Vanishing Gradients #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Pandas In Accelerated Mode-Use Pandas With GPU With Nvidia Rapids Cudf Library
ML Fundamentals
Pandas In Accelerated Mode-Use Pandas With GPU With Nvidia Rapids Cudf Library
Krish Naik Beginner 2y ago
Building the Future | Jepson Taylor, Co-Lead AI Masterclass, NYU | Ex-Chief AI Strategist | LWD 09
ML Fundamentals
Building the Future | Jepson Taylor, Co-Lead AI Masterclass, NYU | Ex-Chief AI Strategist | LWD 09
Analytics Vidhya Beginner 2y ago
The Hidden Life of Embeddings: Linus Lee
ML Fundamentals โšก AI Lesson
The Hidden Life of Embeddings: Linus Lee
AI Engineer Beginner 2y ago
Amazing OpenAI Products announcements- GPT4 Turbo, GPT DevStore, Legal Compliances- OpenAI Dev Day
ML Fundamentals
Amazing OpenAI Products announcements- GPT4 Turbo, GPT DevStore, Legal Compliances- OpenAI Dev Day
Krish Naik Beginner 2y ago
AI learns to walk, in a weird way... #ai #neuralnetworks #aiwarehouse
ML Fundamentals
AI learns to walk, in a weird way... #ai #neuralnetworks #aiwarehouse
AI Warehouse Beginner 2y ago
You deserve love and care.
ML Fundamentals
You deserve love and care.
Coursera Beginner 2y ago
Binary Search Algorithm - Computerphile
ML Fundamentals โšก AI Lesson
Binary Search Algorithm - Computerphile
Computerphile Beginner 2y ago
Beyond software and search: Google's in-house hardware
ML Fundamentals
Beyond software and search: Google's in-house hardware
Google Cloud Tech Beginner 2y ago
Join us at the third annual Women in ML Symposium
ML Fundamentals โšก AI Lesson
Join us at the third annual Women in ML Symposium
TensorFlow Beginner 2y ago
Rutinder Singh Negi, Head-L&D, Bajaj Finance Limited
ML Fundamentals
Rutinder Singh Negi, Head-L&D, Bajaj Finance Limited
Coursera Beginner 2y ago
Stanford Lecture: Don Knuth - Twintrees, Baxter Permutations, and Floorplans (2022)
ML Fundamentals โšก AI Lesson
Stanford Lecture: Don Knuth - Twintrees, Baxter Permutations, and Floorplans (2022)
Stanford Online Beginner 2y ago
Scaling Machine Learning with Spark Book author interview with Adi Polak
ML Fundamentals โšก AI Lesson
Scaling Machine Learning with Spark Book author interview with Adi Polak
Sophia Yang (AI) Beginner 2y ago
MBA Africa information event webinar
ML Fundamentals
MBA Africa information event webinar
Saรฏd Business School, University of Oxford Beginner 2y ago
The Calculus of Success
ML Fundamentals โšก AI Lesson
The Calculus of Success
a16z Beginner 2y ago
Building Production Systems with Generative AI, Machine Learning, and Data
ML Fundamentals โšก AI Lesson
Building Production Systems with Generative AI, Machine Learning, and Data
Outerbounds Beginner 2y ago
Stanford CS109 Probability for Computer Scientists I Counting I 2022 I Lecture 29
ML Fundamentals
Stanford CS109 Probability for Computer Scientists I Counting I 2022 I Lecture 29
Stanford Online Beginner 2y ago
What does Linearly Separable Mean? ๐Ÿค” - DL for Beginners ๐Ÿ“–๐Ÿง  - Topic 024 #ai
ML Fundamentals โšก AI Lesson
What does Linearly Separable Mean? ๐Ÿค” - DL for Beginners ๐Ÿ“–๐Ÿง  - Topic 024 #ai
deeplizard Beginner 2y ago
Diving into the Perceptron ๐ŸŠ - First Steps in DL ๐Ÿšถโ€โ™‚๏ธ๐Ÿง  - Topic 023 #ai #ml #dl
ML Fundamentals โšก AI Lesson
Diving into the Perceptron ๐ŸŠ - First Steps in DL ๐Ÿšถโ€โ™‚๏ธ๐Ÿง  - Topic 023 #ai #ml #dl
deeplizard Beginner 2y ago
BERT Loss function #deeplearning  #machinelearning
ML Fundamentals โšก AI Lesson
BERT Loss function #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Deep Learning Stepping Stone ๐Ÿš€ - Made for Beginners ๐Ÿ“–๐Ÿง  - Topic 022 #ai
ML Fundamentals โšก AI Lesson
Deep Learning Stepping Stone ๐Ÿš€ - Made for Beginners ๐Ÿ“–๐Ÿง  - Topic 022 #ai
deeplizard Beginner 2y ago
What is Dable? ๐Ÿค” - Deep Learning Advanced ๐Ÿš€๐Ÿง  - Topic 021 #ai #ml #deeplearning
ML Fundamentals โšก AI Lesson
What is Dable? ๐Ÿค” - Deep Learning Advanced ๐Ÿš€๐Ÿง  - Topic 021 #ai #ml #deeplearning
deeplizard Beginner 2y ago
BERT Pretaining in Detail #deeplearning  #machinelearning
ML Fundamentals โšก AI Lesson
BERT Pretaining in Detail #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Diving into Deep Learning? ๐ŸŠ An Essential Starter Guide ๐Ÿ“˜ - Topic 020 #ai #ml
ML Fundamentals โšก AI Lesson
Diving into Deep Learning? ๐ŸŠ An Essential Starter Guide ๐Ÿ“˜ - Topic 020 #ai #ml
deeplizard Beginner 2y ago
AI Eye contact!๐Ÿ‘€ How to use Captions
ML Fundamentals
AI Eye contact!๐Ÿ‘€ How to use Captions
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
End To End LLM Conversational Q&A Chatbot With Deployment
ML Fundamentals
End To End LLM Conversational Q&A Chatbot With Deployment
Krish Naik Beginner 2y ago
Deep Learning for Beginners - Why DL in Computer Vision ๐Ÿ–ผ๏ธ๐Ÿง  - Topic 019 #ai
ML Fundamentals โšก AI Lesson
Deep Learning for Beginners - Why DL in Computer Vision ๐Ÿ–ผ๏ธ๐Ÿง  - Topic 019 #ai
deeplizard Beginner 2y ago
Vulturenado in the Wild with Mandy ๐Ÿฆ…๐ŸŒช๏ธ
ML Fundamentals
Vulturenado in the Wild with Mandy ๐Ÿฆ…๐ŸŒช๏ธ
deeplizard Beginner 2y ago
BERT Pretaining summary #deeplearning  #machinelearning
ML Fundamentals โšก AI Lesson
BERT Pretaining summary #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Deep Learning Computer Vision - Crafting Images ๐Ÿ“ธ๐Ÿง  - Topic 018 #ai #ml
ML Fundamentals โšก AI Lesson
Deep Learning Computer Vision - Crafting Images ๐Ÿ“ธ๐Ÿง  - Topic 018 #ai #ml
deeplizard Beginner 2y ago
Image Segmentation with Deep Learning ๐ŸŽจ๐Ÿ–ผ๏ธ - Topic 017 #ai #ml #deeplearning
ML Fundamentals โšก AI Lesson
Image Segmentation with Deep Learning ๐ŸŽจ๐Ÿ–ผ๏ธ - Topic 017 #ai #ml #deeplearning
deeplizard Beginner 2y ago
BERT fine tuning #deeplearning  #machinelearning
ML Fundamentals โšก AI Lesson
BERT fine tuning #deeplearning #machinelearning
CodeEmporium Beginner 2y ago
Main factors of switching Companies- Why did i switch many companies?- Krish Naik
ML Fundamentals
Main factors of switching Companies- Why did i switch many companies?- Krish Naik
Krish Naik Beginner 2y ago
Upsampling in Neural Networks - Interactive Demo App
ML Fundamentals โšก AI Lesson
Upsampling in Neural Networks - Interactive Demo App
deeplizard Beginner 2y ago
The Story of Piratebay! PART- 2
ML Fundamentals
The Story of Piratebay! PART- 2
Entri Coding เดฎเดฒเดฏเดพเดณเด‚ Beginner 2y ago
Demystifying tech buzzwords: #Python
ML Fundamentals
Demystifying tech buzzwords: #Python
Coursera Beginner 2y ago
Cossack Squat with Mandy + ??? ๐Ÿฆ—
ML Fundamentals
Cossack Squat with Mandy + ??? ๐Ÿฆ—
deeplizard Beginner 2y ago
Computer Vision 101: A Deep Learning Starter's View ๐Ÿš€๐Ÿ‘๏ธ - Topic 014 #ai #ml
ML Fundamentals โšก AI Lesson
Computer Vision 101: A Deep Learning Starter's View ๐Ÿš€๐Ÿ‘๏ธ - Topic 014 #ai #ml
deeplizard Beginner 2y ago
Amazing Langchain Series With End To End Projects- Prerequisites To Start With
ML Fundamentals
Amazing Langchain Series With End To End Projects- Prerequisites To Start With
Krish Naik Beginner 2y ago
๐Ÿ’ก Career idea: Front end developer!
ML Fundamentals
๐Ÿ’ก Career idea: Front end developer!
Coursera Beginner 2y ago
Failing Jump Rope + Neuroplasticity with Mandy ๐Ÿ‘ฝ๐ŸŒŽ
ML Fundamentals
Failing Jump Rope + Neuroplasticity with Mandy ๐Ÿ‘ฝ๐ŸŒŽ
deeplizard Beginner 2y ago
๐Ÿ“š Coursera Courses Opens on Coursera ยท Free to audit
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Interpretable machine learning applications: Part 3
๐Ÿ“š Coursera Course โ†—
Self-paced
Interpretable machine learning applications: Part 3
Opens on Coursera โ†—
Introduction to Generative AI - Portuguรชs Brasileiro
๐Ÿ“š Coursera Course โ†—
Self-paced
Introduction to Generative AI - Portuguรชs Brasileiro
Opens on Coursera โ†—
Machine Learning with Python: Build & Optimize
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning with Python: Build & Optimize
Opens on Coursera โ†—
Ethical Issues in Data Science
๐Ÿ“š Coursera Course โ†—
Self-paced
Ethical Issues in Data Science
Opens on Coursera โ†—
Machine Learning for Engineers: Algorithms and Applications
๐Ÿ“š Coursera Course โ†—
Self-paced
Machine Learning for Engineers: Algorithms and Applications
Opens on Coursera โ†—
Create a Superhero Name Generator with TensorFlow
๐Ÿ“š Coursera Course โ†—
Self-paced
Create a Superhero Name Generator with TensorFlow
Opens on Coursera โ†—